Pellet Durability Efficiency

The power of data to infer, forecast, and optimize business processes

Starting Point

• Data: 📏 Collection, selection, and cleaning of relevant data.
• Context: 🔬 People, variables, and factors considered.
• Objectives: 🌍 Business understanding/strategy – What do we want to infer, forecast, and optimize?

🔬Variables Influencing Pellet Quality 🔬

📏 Durability Overview 📏

Correlation Matrix in Pelletizer

🔬 Inference and Forecasting 🔬

How do the predictors behave?

Behavior of each variable in the prediction

🔬 Simulation 🔬

Explore the system’s parameter space – What if...?

We're just beginning the data journey ...

• Deeply understand the data, from production processes and measurements to business strategy.
• What's wrong? Fix it and learn. What's right? Keep doing it.
• Experiment, experiment, experiment — iterate to refine and learn from data.
• Dream big with feet on the ground — tame monsters with technique and brainpower.

Fecha de elaboración: 26-12-2025

okuo.bio